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1.
Sci Adv ; 8(20): eabn4437, 2022 05 20.
Article in English | MEDLINE | ID: mdl-35594347

ABSTRACT

Aging is a prominent risk factor for neurodegenerative disorders (NDDs); however, the molecular mechanisms rendering the aged brain particularly susceptible to neurodegeneration remain unclear. Here, we aim to determine the link between physiological aging and NDDs by exploring protein turnover using metabolic labeling and quantitative pulse-SILAC proteomics. By comparing protein lifetimes between physiologically aged and young adult mice, we found that in aged brains protein lifetimes are increased by ~20% and that aging affects distinct pathways linked to NDDs. Specifically, a set of neuroprotective proteins are longer-lived in aged brains, while some mitochondrial proteins linked to neurodegeneration are shorter-lived. Strikingly, we observed a previously unknown alteration in proteostasis that correlates to parsimonious turnover of proteins with high biosynthetic costs, revealing an overall metabolic adaptation that preludes neurodegeneration. Our findings suggest that future therapeutic paradigms, aimed at addressing these metabolic adaptations, might be able to delay NDD onset.


Subject(s)
Aging , Neurodegenerative Diseases , Aging/metabolism , Animals , Brain/metabolism , Mice , Neurodegenerative Diseases/etiology , Neurodegenerative Diseases/metabolism , Proteolysis , Proteomics
2.
Sci Rep ; 11(1): 17374, 2021 08 30.
Article in English | MEDLINE | ID: mdl-34462487

ABSTRACT

A strong focus on sex-related differences has arisen recently in neurobiology, but most investigations focus on brain function in vivo, ignoring common experimental models like cultured neurons. A few studies have addressed morphological differences between male and female neurons in culture, but very few works focused on functional aspects, and especially on presynaptic function. To fill this gap, we studied here functional parameters of synaptic vesicle recycling in hippocampal cultures from male and female rats, which are a standard model system for many laboratories. We found that, although the total vesicle pools are similar, the recycling pool of male synapses was larger, and was more frequently used. This was in line with the observation that the male synapses engaged in stronger local translation. Nevertheless, the general network activity of the neurons was similar, and only small differences could be found when stimulating the cultures. We also found only limited differences in several other assays. We conclude that, albeit these cultures are similar in behavior, future studies of synapse behavior in culture should take the sex of the animals into account.


Subject(s)
Neurons/metabolism , Synaptic Vesicles/metabolism , Action Potentials/drug effects , Animals , Cells, Cultured , Female , Hippocampus/cytology , Hippocampus/metabolism , Male , Neurons/cytology , Rats , Rats, Wistar , Synaptotagmin I/metabolism , Tetrodotoxin/pharmacology
3.
Nat Neurosci ; 24(8): 1151-1162, 2021 08.
Article in English | MEDLINE | ID: mdl-34168338

ABSTRACT

Dendritic spines, the postsynaptic compartments of excitatory neurotransmission, have different shapes classified from 'stubby' to 'mushroom-like'. Whereas mushroom spines are essential for adult brain function, stubby spines disappear during brain maturation. It is still unclear whether and how they differ in protein composition. To address this, we combined electron microscopy and quantitative biochemistry with super-resolution microscopy to annotate more than 47,000 spines for more than 100 synaptic targets. Surprisingly, mushroom and stubby spines have similar average protein copy numbers and topologies. However, an analysis of the correlation of each protein to the postsynaptic density mass, used as a marker of synaptic strength, showed substantially more significant results for the mushroom spines. Secretion and trafficking proteins correlated particularly poorly to the strength of stubby spines. This suggests that stubby spines are less likely to adequately respond to dynamic changes in synaptic transmission than mushroom spines, which possibly explains their loss during brain maturation.


Subject(s)
Dendritic Spines/metabolism , Dendritic Spines/ultrastructure , Post-Synaptic Density/metabolism , Post-Synaptic Density/ultrastructure , Animals , Brain/metabolism , Brain/ultrastructure , Microscopy, Electron, Transmission , Proteome , Rats , Rats, Wistar , Synaptic Transmission/physiology
4.
Methods Mol Biol ; 2218: 291-302, 2021.
Article in English | MEDLINE | ID: mdl-33606240

ABSTRACT

Protein production and degradation are tightly regulated to prevent cellular structures from accumulating damage and to allow their correct functioning. A key aspect of this regulation is the protein half-life, corresponding to the time in which half of a specific protein population is exchanged with respect to its initial state. Proteome-wide techniques to investigate protein half-lives in vivo are emerging. Recently, we have established and thoroughly tested a metabolic labeling approach using 13C lysine (Lys(6)) for measuring protein lifetimes in mice. The approach is based on the fact that different proteins will incorporate a metabolic label at a rate that is dependent on their half-life. Using amino acid pool modeling and mass spectrometry, it is possible to measure the fraction of newly synthesized proteins and determine protein half-lives. In this chapter, we show how to extend this approach to zebrafish (Danio rerio), using a commercially available fish diet based on the stable isotope labeling by amino acids in cell culture (SILAC) technology. We describe the methods for labeling animals and subsequently use mass spectrometry to determine the lifetimes of a large number of proteins. In the mass spectrometry workflow proposed here, we have implemented the BoxCar data acquisition approach for increasing sample coverage and optimize machine use. To establish the proteome library used in the BoxCar approach, we recommend performing an in-solution digestion followed by peptide fractionation through basic reversed-phase chromatography. Overall, this chapter extends the use of current proteome technologies for the quantification of protein turnover to zebrafish and similar organisms and permits the study of germline changes following specific manipulations.


Subject(s)
Zebrafish Proteins/metabolism , Zebrafish/metabolism , Amino Acids/metabolism , Animals , Female , Half-Life , Isotope Labeling/methods , Lysine/metabolism , Male , Proteome/metabolism , Proteomics/methods
5.
Nat Protoc ; 14(12): 3333-3365, 2019 12.
Article in English | MEDLINE | ID: mdl-31685960

ABSTRACT

Proteins are continually produced and degraded, to avoid the accumulation of old or damaged molecules and to maintain the efficiency of physiological processes. Despite its importance, protein turnover has been difficult to measure in vivo. Previous approaches to evaluating turnover in vivo have required custom labeling approaches, involved complex mass spectrometry (MS) analyses, or used comparative strategies that do not allow direct quantitative measurements. Here, we describe a robust protocol for quantitative proteome turnover analysis in mice that is based on a commercially available diet for stable isotope labeling of amino acids in mammals (SILAM). We start by discussing fundamental concepts of protein turnover, including different methodological approaches. We then cover in detail the practical aspects of metabolic labeling and explain both the experimental and computational steps that must be taken to obtain accurate in vivo results. Finally, we present a simple experimental workflow that enables measurement of precise turnover rates in a time frame of ~4-5 weeks, including the labeling time. We also provide all the scripts needed for the interpretation of the MS results and for comparing turnover across different conditions. Overall, the workflow presented here comprises several improvements in the determination of protein lifetimes with respect to other available methods, including a minimally invasive labeling strategy and a robust interpretation of MS results, thus enhancing reproducibility across laboratories.


Subject(s)
Mass Spectrometry/methods , Proteome/analysis , Proteomics/methods , Amino Acids/metabolism , Animals , Isotope Labeling/methods , Male , Mice , Mice, Inbred C57BL , Protein Biosynthesis/physiology , Proteins/metabolism , Proteolysis , Proteome/metabolism , Reproducibility of Results , Workflow
6.
EMBO J ; 38(2)2019 01 15.
Article in English | MEDLINE | ID: mdl-30530478

ABSTRACT

Centrosome amplification is a hallmark of human cancers that can trigger cancer cell invasion. To survive, cancer cells cluster amplified extra centrosomes and achieve pseudobipolar division. Here, we set out to prevent clustering of extra centrosomes. Tubulin, by interacting with the centrosomal protein CPAP, negatively regulates CPAP-dependent peri-centriolar material recruitment, and concurrently microtubule nucleation. Screening for compounds that perturb CPAP-tubulin interaction led to the identification of CCB02, which selectively binds at the CPAP binding site of tubulin. Genetic and chemical perturbation of CPAP-tubulin interaction activates extra centrosomes to nucleate enhanced numbers of microtubules prior to mitosis. This causes cells to undergo centrosome de-clustering, prolonged multipolar mitosis, and cell death. 3D-organotypic invasion assays reveal that CCB02 has broad anti-invasive activity in various cancer models, including tyrosine kinase inhibitor (TKI)-resistant EGFR-mutant non-small-cell lung cancers. Thus, we have identified a vulnerability of cancer cells to activation of extra centrosomes, which may serve as a global approach to target various tumors, including drug-resistant cancers exhibiting high incidence of centrosome amplification.


Subject(s)
Centrosome/metabolism , Microtubule-Associated Proteins/metabolism , Neoplasms/drug therapy , Small Molecule Libraries/administration & dosage , Tubulin/metabolism , Animals , Cell Line, Tumor , Cell Proliferation/drug effects , Cell Survival/drug effects , Centrosome/drug effects , Drug Screening Assays, Antitumor , Female , HeLa Cells , Humans , Mice , Neoplasms/metabolism , Protein Binding/drug effects , Small Molecule Libraries/pharmacology , Xenograft Model Antitumor Assays
7.
Cell Rep ; 25(13): 3618-3630.e6, 2018 12 26.
Article in English | MEDLINE | ID: mdl-30590037

ABSTRACT

Centrosomes are the major microtubule-organizing centers, consisting of centrioles surrounded by a pericentriolar material (PCM). Centrosomal PCM is spatiotemporally regulated to be minimal during interphase and expands as cells enter mitosis. It is unclear how PCM expansion is initiated at the onset of mitosis. Here, we identify that, in Drosophila, Plk1/Polo kinase phosphorylates the conserved centrosomal protein Sas-4 in vitro. This phosphorylation appears to occur at the onset of mitosis, enabling Sas-4's localization to expand outward from meiotic and mitotic centrosomes. The Plk1/Polo kinase site of Sas-4 is then required for an efficient recruitment of Cnn and γ-tubulin, bona fide PCM proteins that are essential for PCM expansion and centrosome maturation. Point mutations at Plk1/Polo sites of Sas-4 affect neither centrosome structure nor centriole duplication but specifically reduce the affinity to bind Cnn and γ-tubulin. These observations identify Plk1/Polo kinase regulation of Sas-4 as essential for efficient PCM expansion.


Subject(s)
Centrioles/metabolism , Centrosome/metabolism , Drosophila Proteins/metabolism , Drosophila melanogaster/cytology , Drosophila melanogaster/metabolism , Mitosis , Protein Serine-Threonine Kinases/metabolism , Amino Acid Sequence , Animals , Brain/cytology , Drosophila Proteins/chemistry , Drosophila melanogaster/embryology , Embryo, Nonmammalian/cytology , Embryo, Nonmammalian/metabolism , Larva/cytology , Male , Meiosis , Microtubule-Associated Proteins , Phosphorylation , Protein Binding , Protein Processing, Post-Translational , Spermatocytes/cytology , Spermatocytes/metabolism
8.
Sci Rep ; 8(1): 16913, 2018 11 15.
Article in English | MEDLINE | ID: mdl-30443017

ABSTRACT

The homeostasis of the proteome depends on the tight regulation of the mRNA and protein abundances, of the translation rates, and of the protein lifetimes. Results from several studies on prokaryotes or eukaryotic cell cultures have suggested that protein homeostasis is connected to, and perhaps regulated by, the protein and the codon sequences. However, this has been little investigated for mammals in vivo. Moreover, the link between the coding sequences and one critical parameter, the protein lifetime, has remained largely unexplored, both in vivo and in vitro. We tested this in the mouse brain, and found that the percentages of amino acids and codons in the sequences could predict all of the homeostasis parameters with a precision approaching experimental measurements. A key predictive element was the wobble nucleotide. G-/C-ending codons correlated with higher protein lifetimes, protein abundances, mRNA abundances and translation rates than A-/U-ending codons. Modifying the proportions of G-/C-ending codons could tune these parameters in cell cultures, in a proof-of-principle experiment. We suggest that the coding sequences are strongly linked to protein homeostasis in vivo, albeit it still remains to be determined whether this relation is causal in nature.


Subject(s)
Brain/metabolism , Codon/genetics , Nerve Tissue Proteins/genetics , Amino Acid Sequence , Amino Acids/genetics , Animals , Base Composition/genetics , Base Sequence , Mice , Nerve Tissue Proteins/chemistry , Nucleotides/genetics , Proteostasis , RNA, Messenger/genetics , RNA, Messenger/metabolism
9.
Nat Commun ; 9(1): 4230, 2018 10 12.
Article in English | MEDLINE | ID: mdl-30315172

ABSTRACT

The turnover of brain proteins is critical for organism survival, and its perturbations are linked to pathology. Nevertheless, protein lifetimes have been difficult to obtain in vivo. They are readily measured in vitro by feeding cells with isotopically labeled amino acids, followed by mass spectrometry analyses. In vivo proteins are generated from at least two sources: labeled amino acids from the diet, and non-labeled amino acids from the degradation of pre-existing proteins. This renders measurements difficult. Here we solved this problem rigorously with a workflow that combines mouse in vivo isotopic labeling, mass spectrometry, and mathematical modeling. We also established several independent approaches to test and validate the results. This enabled us to measure the accurate lifetimes of ~3500 brain proteins. The high precision of our data provided a large set of biologically significant observations, including pathway-, organelle-, organ-, or cell-specific effects, along with a comprehensive catalog of extremely long-lived proteins (ELLPs).


Subject(s)
Brain/metabolism , Hippocampus/metabolism , beta-Galactosidase/metabolism , Animals , Computational Biology , Male , Mass Spectrometry , Mice , Models, Theoretical , beta-Galactosidase/genetics
10.
Sci Transl Med ; 9(419)2017 Dec 06.
Article in English | MEDLINE | ID: mdl-29212715

ABSTRACT

Investigations into brain function and disease depend on the precise classification of neural cell types. Cells of the oligodendrocyte lineage differ greatly in their morphology, but accurate identification has thus far only been possible for oligodendrocyte progenitor cells and mature oligodendrocytes in humans. We find that breast carcinoma amplified sequence 1 (BCAS1) expression identifies an oligodendroglial subpopulation in the mouse and human brain. These cells are newly formed, myelinating oligodendrocytes that segregate from oligodendrocyte progenitor cells and mature oligodendrocytes and mark regions of active myelin formation in development and in the adult. We find that BCAS1+ oligodendrocytes are restricted to the fetal and early postnatal human white matter but remain in the cortical gray matter until old age. BCAS1+ oligodendrocytes are reformed after experimental demyelination and found in a proportion of chronic white matter lesions of patients with multiple sclerosis (MS) even in a subset of patients with advanced disease. Our work identifies a means to map ongoing myelin formation in health and disease and presents a potential cellular target for remyelination therapies in MS.


Subject(s)
Multiple Sclerosis/metabolism , Neoplasm Proteins/metabolism , Oligodendroglia/metabolism , Animals , Demyelinating Diseases , Humans , Mice , Multiple Sclerosis/pathology , Myelin Sheath/metabolism
11.
Science ; 344(6187): 1023-8, 2014 May 30.
Article in English | MEDLINE | ID: mdl-24876496

ABSTRACT

Synaptic vesicle recycling has long served as a model for the general mechanisms of cellular trafficking. We used an integrative approach, combining quantitative immunoblotting and mass spectrometry to determine protein numbers; electron microscopy to measure organelle numbers, sizes, and positions; and super-resolution fluorescence microscopy to localize the proteins. Using these data, we generated a three-dimensional model of an "average" synapse, displaying 300,000 proteins in atomic detail. The copy numbers of proteins involved in the same step of synaptic vesicle recycling correlated closely. In contrast, copy numbers varied over more than three orders of magnitude between steps, from about 150 copies for the endosomal fusion proteins to more than 20,000 for the exocytotic ones.


Subject(s)
Brain/metabolism , Presynaptic Terminals/metabolism , Synaptic Vesicles/metabolism , Synaptosomes/metabolism , Vesicular Transport Proteins/metabolism , Animals , Brain/ultrastructure , Exocytosis , Imaging, Three-Dimensional , Immunoblotting/methods , Mass Spectrometry/methods , Microscopy, Electron/methods , Models, Neurological , Presynaptic Terminals/chemistry , Presynaptic Terminals/ultrastructure , Protein Transport , Rats , Rats, Wistar , Synaptic Vesicles/chemistry , Synaptosomes/chemistry , Synaptosomes/ultrastructure , Vesicular Transport Proteins/analysis
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